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Introduction to Time Series Analysis

  • Analyse Time Series Data using basic to advanced methods
  • Learn how to use Python, Pandas, Statsmodels for Time Series Analysis
  • Covers the intuition, theory, maths, excel workouts and complete Python code implementations

Created by Selva Prabhakaran

  • 31 Video Lessons

  • English

  • English captions

What you will learn


What is Time series an why it matters so much in industry


Additive and multiplicative decomposition methods


Seasonal Index


Decomposing multi seasonal time series (MSTS), X13 method


Measure the strength of seasonality and trend




Custom approaches to impute missing data

Course Curriculum


  • Courses Page1 Basics of Python
  • Courses Page1 Foundational knowledge of Data Science
  • Courses Page1 High school maths

Who should attend this course?

  • Data Science Aspirants

  • Data Science Professionals

  • Software/Data engineers interested in quantitative analysis

  • Professionals working with large datasets

  • Data analysts, economists, researchers


Selva Prabhakaran Principal Data Scientist

My name is Selva, and I am super excited to mentor you on this project!

I head the Data Science team for a global Fortune 500 company and over the last 10 years of my data science experience I’ve deployed 20+ global products. I’m also the Founder & Chief Author of Machine Learning Plus, which has over 4M annual readers.

I specialize in covering the in-depth intuition and maths of any concept or algorithm. And based on my existing student requests, I’ve put up the series of courses and projects with detailed explanations – just like an on the job experience. Hope you love it!

  • 4.5+Instructor rating

  • 200+ reviews

  • 10K+students

  • 15+ Courses

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